Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "50"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 50 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_4402/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 50, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.491718 3.765497 0.484169 3.599474 2.025452 6.139171 0.638583 5.668757 0.0929 0.0834 0.0069 1.242608 1.241578
2459593 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.281470 14.433329 0.199997 1.501883 1.477409 25.087350 7.470623 15.122357 0.1056 0.0910 0.0096 1.274294 1.272948
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.228934 -0.655746 -0.577876 -0.815530 1.556760 -1.399645 1.595560 -0.174289 0.0279 0.0279 0.0004 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.779371 22.600146 1.123100 2.724831 0.508235 10.032565 3.279621 24.326744 0.1054 0.0955 0.0124 1.117017 1.119632
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.608251 26.157422 1.329901 2.808529 2.655627 14.702091 3.438789 29.821444 0.1049 0.0923 0.0116 1.258709 1.264041
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.645844 20.909949 1.253279 1.925561 3.737155 18.872154 3.659918 5.771510 0.0998 0.0832 0.0091 1.228119 1.225093
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.569302 15.221454 0.460666 3.044314 2.616534 19.576521 3.856150 7.251091 0.0623 0.0707 0.0040 1.193112 1.193791
2459587 digital_ok 100.00% - - - 100.00% 0.00% 1.894969 5.200017 1.069885 0.724076 -1.594851 3.706129 -4.675000 35.042728 nan nan nan 32.145401 38.258682
2459586 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.723297 17.331451 -0.470494 0.242740 3.082318 6.430059 12.069711 16.402988 0.1004 0.0860 0.0107 1.192496 1.189933
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.174730 0.496068 -0.540180 0.289044 2.068846 -0.669711 0.485886 -0.868527 0.0304 0.0304 0.0008 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.115309 54.750652 2.452645 7.481876 11.091364 24.686705 0.872826 5.139661 0.0845 0.0791 0.0119 31.129485 19.703335
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.180003 33.847408 1.396273 2.223656 2.325055 7.713278 1.744226 7.111415 0.0992 0.0906 0.0136 1.144381 1.141621
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.223094 29.434619 1.426357 1.768181 2.493367 9.525492 0.468301 5.885022 0.0577 0.0742 0.0049 1.208964 1.208213
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.225431 39.804773 0.673405 1.885691 1.988372 8.382048 1.370206 7.804952 0.0920 0.0847 0.0132 1.159242 1.159768
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.198493 30.216464 1.573597 2.132128 2.940681 8.323169 1.873506 13.381587 0.0559 0.0747 0.0056 0.879349 0.877646
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.070830 30.067082 1.979769 2.455805 2.687395 7.500944 1.656360 9.169829 0.0941 0.0763 0.0123 1.226501 1.230163
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.306461 1.193091 -0.274840 1.183982 -0.224472 -0.223071 -0.449884 -1.803824 0.0279 0.0276 0.0001 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.132803 29.020014 0.286903 1.126163 1.345373 8.051669 2.493130 13.441597 0.1016 0.0807 0.0137 1.185775 1.183740
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.599107 13.082054 0.370977 1.116923 11.190884 10.617639 3.305321 1.245701 0.1038 0.0724 0.0088 0.900006 0.898612
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.570900 27.924962 0.299773 0.976487 0.849740 15.936993 4.523029 18.089130 0.0944 0.0842 0.0140 1.169487 1.170662
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.628294 16.542089 2.162662 3.522047 2.358860 14.401091 1.871164 39.336100 0.0978 0.0847 0.0141 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.309341 18.349469 0.503985 1.846025 1.146922 7.682389 1.160288 43.323591 0.1032 0.0930 0.0158 1.294835 1.294427
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.350335 1.024899 -0.298574 1.109346 1.585856 0.603382 -0.598579 -1.836620 0.0287 0.0284 0.0009 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.039310 2.233353 -0.041159 0.089441 -0.167887 0.762615 -1.150327 0.631848 0.0853 0.0940 0.0120 1.192562 1.195274
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.048707 25.287622 0.409073 1.254473 2.158769 4.085415 3.661122 6.255692 0.1074 0.0846 0.0080 1.225256 1.224821
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.338341 5.749072 1.034949 2.744595 1.297634 2.967693 -0.076036 -0.130487 0.0908 0.0737 0.0136 1.340494 1.358615
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.458228 -0.458228 -0.411532 -0.411532 -0.677191 -0.677191 -0.808887 -0.808887 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.390878 14.881722 -0.603308 0.043716 1.698860 4.823685 -0.186494 1.198613 0.0957 0.0760 0.0099 1.216799 1.223805
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.183571 12.813850 -0.781100 4.811975 1.930955 8.516604 0.264839 1.998654 0.1008 0.0808 0.0125 1.136277 1.145733
2459562 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.681160 3.986538 -1.088282 -1.373543 -0.834308 -0.218882 0.160927 0.762509 0.1033 0.0815 0.0123 1.231095 1.236196
2459561 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.374139 1.043972 -1.425476 -1.901881 -1.302244 -1.202219 0.484566 0.494311 0.0881 0.0731 0.0073 1.249198 1.253409
2459560 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.084447 0.063164 -1.171302 -1.568833 -1.067653 -0.925578 1.064902 0.603411 0.0979 0.0766 0.0128 1.244371 1.249607
2459559 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.527114 -1.050271 -1.160963 -1.840846 -1.140367 -1.217671 0.094366 -0.353295 0.0905 0.0661 0.0087 1.227397 1.230942
2459558 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.090036 0.989893 1.800428 2.537501 2.779429 2.988316 1.297403 -0.309946 0.1024 0.0793 0.0111 1.265180 1.268217
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0293 0.0284 0.0005 nan nan
2459556 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.557892 -0.246629 1.116810 2.392699 2.465963 2.214903 0.312362 -0.212675 0.0821 0.0694 0.0058 1.207712 1.208570
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0958 0.0765 0.0105 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0740 0.0632 0.0050 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.649481 2.017242 0.619850 4.637564 1.659933 4.948999 0.114273 -0.086470 0.0878 0.0744 0.0111 5.028298 9.466277
2459551 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.037149 1.593855 0.155682 -2.510330 -0.532442 -0.405124 0.951691 0.326049 0.0887 0.0817 0.0117 1.239301 1.241692
2459550 digital_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0411 0.0411 0.0007 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.462525 1.286576 1.188793 2.988970 4.817201 1.906756 0.368307 -0.454272 0.0892 0.0808 0.0125 1.342136 1.348810
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.186817 0.556758 -0.939151 1.138565 2.063018 2.513153 -0.311799 0.314560 0.0996 0.0759 0.0107 1.248911 1.247665
2459541 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.369651 0.962026 0.884236 3.730534 0.184818 3.377143 -0.410108 1.592693 0.1022 0.0824 0.0131 1.254584 1.248456
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.452202 10.761654 -1.590919 -1.543907 1.556647 1.026416 -0.867294 -0.130398 0.1011 0.0814 0.0151 1.217959 1.215117
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.146458 -1.021575 0.912656 5.565072 1.492574 3.316044 0.089629 -0.209577 0.0928 0.0789 0.0157 0.937149 0.941512
2459535 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.784341 9.208953 -1.351625 -1.411719 1.000913 0.913912 0.000134 0.530192 0.1206 0.0866 0.0199 1.271234 1.263695
2459534 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.840004 7.874172 -1.440251 -1.953812 2.356680 -0.164405 0.138531 0.892450 0.1129 0.0774 0.0130 1.232771 1.226038
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.577380 15.462874 1.689894 3.741152 3.168530 3.701451 -0.320788 0.307359 0.0961 0.0710 0.0109 1.219087 1.223210
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.951847 16.124484 2.067876 4.742609 4.003347 7.574749 0.205806 1.509872 0.0981 0.0725 0.0130 1.173013 1.172255
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.575913 0.103221 -1.105903 -1.978102 -0.635918 -1.068612 0.484880 0.254574 0.1232 0.0906 0.0211 1.286982 1.276893
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.850514 8.967401 2.159974 3.879332 0.012703 7.903558 -1.125496 0.354075 0.0889 0.0768 0.0061 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 0.393351 -0.331963 1.276288 5.102158 28.305515 30.991466 15.167093 14.388805 nan nan nan 1.554727 1.540566
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.597135 5.289978 2.242358 4.993741 3.053354 3.415734 -0.670729 -0.670993 0.1098 0.0766 0.0080 1.244947 1.235564
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.628734 1.260149 -0.471518 0.467849 0.608633 -0.845813 -0.469231 -1.553156 0.0337 0.0331 0.0026 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.046187 4.307599 1.804337 2.656021 0.443908 6.173395 1.280077 1.893421 0.9121 0.9582 0.1712 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.042587 0.046915 1.076163 2.778715 1.337471 4.672162 0.248934 1.577771 0.8823 0.8492 0.2166 11.627713 11.055527
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.309030 8.336658 1.617795 3.929063 1.687721 6.671226 -0.803741 1.414835 0.8562 0.8588 0.4750 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 50: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 34.078045 -0.558059 8.723841 -0.973508 2.608549 0.246589 10.707352 9.271731 34.078045

Antenna 50: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 22.883558 -0.512714 22.883558 -0.609902 2.597868 0.465238 8.122740 4.258303 11.820937

Antenna 50: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 38.759384 38.759384 0.691958 2.501175 -0.650421 10.496608 -0.216945 4.266574 1.262542

Antenna 50: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 33.354268 33.354268 -0.529861 4.375256 -0.869258 7.391030 0.692859 6.600631 5.499555

Antenna 50: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 16.249848 3.271884 1.169415 0.796738 -0.478229 2.628600 0.155155 16.249848 14.975600

Antenna 50: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 5.059614 1.840760 3.783424 -0.660200 0.776791 0.325984 0.849485 5.059614 3.631025

Antenna 50: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 15.659090 3.619116 1.208501 1.113307 -0.812457 2.539488 0.403263 15.659090 14.602642

Antenna 50: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 41.525780 2.968832 0.096469 6.619703 -0.827318 5.383593 0.377469 41.525780 10.059916

Antenna 50: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 29.270118 0.270039 29.270118 -0.920613 2.884753 -0.216208 9.904926 3.153446 25.177524

Antenna 50: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 21.302814 1.262608 3.826627 -0.001256 -1.194358 -0.448728 4.860110 1.789545 21.302814

Antenna 50: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 2.719479 1.640581 0.453266 -0.067884 -0.841484 -0.235719 -0.516617 2.427644 2.719479

Antenna 50: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 32.523428 -0.763746 0.860558 -0.335939 -0.674885 0.682150 -1.228811 1.053745 32.523428

Antenna 50: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 2.546934 1.224955 0.205621 -0.092001 -1.078753 0.000724 0.458656 1.714938 2.546934

Antenna 50: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 3.596160 2.016484 3.596160 -1.052720 0.258279 0.860218 3.281600 0.470766 -1.209928

Antenna 50: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability 4.228286 1.581900 1.564522 -0.708223 3.934823 -0.128573 4.228286 0.459377 3.135720

Antenna 50: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape 13.031578 13.031578 0.110608 3.218114 -0.144654 0.860351 -0.229277 5.326876 0.103844

Antenna 50: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 20.919520 0.180417 0.612373 -0.069786 1.520966 -0.229300 1.085782 4.478789 20.919520

Antenna 50: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 15.665300 1.002974 1.094610 -0.671124 1.860082 0.705048 2.527840 12.540722 15.665300

Antenna 50: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 2.602050 1.108726 2.122930 -0.762473 2.602050 0.753039 2.359559 0.043944 2.089448

Antenna 50: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 3.659506 1.797475 0.961241 3.393455 -0.749116 2.762871 -0.123380 3.659506 0.654574

Antenna 50: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape 11.647814 11.647814 0.434030 2.895250 -0.056250 9.060129 0.353044 9.730753 0.213834

Antenna 50: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 110.987790 0.121230 8.569146 -0.105053 2.568922 0.360481 9.090176 4.684966 110.987790

Antenna 50: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 6.115471 1.612007 3.135441 -0.772047 3.948023 1.562785 5.633714 2.346078 6.115471

Antenna 50: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability 19.788844 7.376958 0.894123 2.548228 -0.504677 19.788844 -0.057330 14.697560 1.738425

Antenna 50: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 5.153651 1.439771 1.663312 3.151075 -0.655802 4.372883 0.374154 5.153651 0.505612

Antenna 50: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.581817 0.273527 0.689227 1.581817 -0.143011 1.256770 -0.136718 1.075093 -0.106123

Antenna 50: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.413606 0.185834 0.081909 -0.313546 1.413606 -0.452541 1.046699 -0.013306 0.951427

Antenna 50: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 97.166536 0.601682 5.011795 1.761688 0.669192 3.140666 10.164344 15.495641 97.166536

Antenna 50: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 73.355532 0.136763 7.784041 1.415413 0.880437 2.249464 9.664734 10.164594 73.355532

Antenna 50: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 3.323950 1.189348 0.658039 0.119779 2.030114 0.930347 1.504924 0.962767 3.323950

Antenna 50: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 18.882950 1.526481 2.172913 4.997098 -0.415049 6.005249 1.992555 18.882950 16.757719

Antenna 50: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 64.773950 1.041872 4.596898 3.858851 -0.113180 3.994943 2.421775 23.546625 64.773950

Antenna 50: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 6.412228 1.311522 1.432730 2.034077 -0.128621 1.125740 -0.489075 6.412228 4.025595

Antenna 50: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties 9.555459 2.788798 1.128665 2.539250 -0.214876 3.919642 -0.403327 9.555459 0.215894

Antenna 50: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 2.662197 2.285454 2.662197 2.612408 0.341196 -1.086224 -0.818429 1.595839 -0.503459

Antenna 50: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 50: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 5.968495 3.885971 3.588791 5.968495 2.449795 2.473774 -0.526652 2.777107 -0.287158

Antenna 50: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 35.333167 1.571402 12.028829 5.156247 1.509637 2.492021 26.700323 2.411487 35.333167

Antenna 50: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 2.663569 2.663569 -0.002274 0.204121 1.405910 0.604966 1.283710 1.419140 0.715438

Antenna 50: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 2.985724 2.985724 2.976437 0.321412 2.215086 -0.786156 1.619848 -0.657034 1.085657

Antenna 50: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 2.673722 2.673722 2.329382 0.047407 2.375643 -0.815668 1.226282 -0.841759 1.351147

Antenna 50: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 3.327943 3.327943 2.984649 0.450808 2.775235 -0.661358 0.859327 -0.706445 1.249426

Antenna 50: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 28.503284 28.503284 1.816416 2.831196 4.436275 12.051231 0.128975 6.085835 1.483238

Antenna 50: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 2.487295 2.026141 2.487295 2.483202 0.071998 1.340677 -1.199422 1.284725 -0.741916

Antenna 50: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 2.697827 1.978831 1.672165 0.516054 2.697827 -0.277520 1.537191 -0.652144 0.427310

Antenna 50: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.849888 1.476110 1.127329 0.053044 1.849888 0.325216 0.654721 -0.665629 1.222795

Antenna 50: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability 2.781183 2.221416 2.208062 0.487468 2.446926 0.202429 2.781183 -0.820872 1.400637

Antenna 50: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.912342 1.647577 1.353958 0.154197 1.912342 -0.771849 1.456023 -0.877252 0.549587

Antenna 50: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 5.347901 1.938304 1.507478 5.347901 -0.555148 3.503925 -0.185960 3.325197 0.680839

Antenna 50: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 2.572697 0.965947 1.369311 2.572697 0.395167 -0.576690 -0.982214 0.099913 -0.811272

Antenna 50: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.818255 1.601557 1.331253 0.114373 1.818255 -1.823424 0.213523 -0.592525 0.961825

Antenna 50: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 2.584252 2.365517 2.196009 2.584252 0.963416 -0.650788 1.532337 1.745231 -0.654911

Antenna 50: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape 2.358727 2.358727 2.161866 1.918355 0.491310 1.451036 0.241767 0.992643 -0.683697

Antenna 50: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 1.823184 1.718762 1.798047 1.823184 0.225087 1.455220 -0.183683 1.497427 -0.612674

Antenna 50: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 26.924618 0.869011 26.924618 4.090984 4.511725 3.108421 4.026575 4.650023 4.417788

Antenna 50: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape 2.520686 2.441349 2.520686 0.509919 2.348246 -0.658259 1.513646 -0.282956 1.113768

Antenna 50: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Power 4.347774 2.595214 1.127436 -0.192473 4.347774 -0.397476 1.635827 2.797180 3.141474

Antenna 50: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 1.038633 1.038633 0.827686 -0.351468 0.685447 -1.286978 0.327827 -1.046431 -0.306129

Antenna 50: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 1.243802 1.243802 1.115648 -0.279437 0.655652 -0.714635 0.403503 -0.889461 0.171709

Antenna 50: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 52.950037 1.410939 12.407167 4.275464 2.523263 3.137578 1.549852 17.147584 52.950037

Antenna 50: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Variability 17.496400 0.110315 0.711237 -0.463395 -1.294261 17.496400 -1.006335 2.738730 -0.406161

Antenna 50: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability 1.180626 0.283239 -0.516457 0.047655 -0.825608 -1.410199 1.180626 -1.137524 -0.458838

Antenna 50: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability 0.383111 -0.222135 -0.869604 -0.593677 -0.344661 -0.978208 0.383111 -1.478477 -0.175037

Antenna 50: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Discontinuties -0.128359 -0.130695 -0.873594 -0.403532 -0.783755 -0.862308 -0.592274 -0.671700 -0.128359

Antenna 50: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 5.486288 1.935750 5.124807 1.271456 -0.456435 0.929056 1.075363 5.432844 5.486288

Antenna 50: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Shape 5.221790 5.221790 1.964999 -0.538136 1.070665 -0.508585 -0.272946 -0.163616 1.139689

Antenna 50: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Temporal Variability -3.032516 -4.225913 -4.225913 -3.647070 -3.647070 -3.032516 -3.032516 -3.322239 -3.322239

Antenna 50: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Power -0.663106 -0.674491 -0.674491 -0.663106 -0.663106 -0.674491 -0.674491 -0.674491 -0.674491

Antenna 50: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 N03 digital_ok ee Shape 0.326642 0.326642 0.326642 0.250536 0.250536 0.099293 0.099293 0.049613 0.049613

Antenna 50: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 N03 digital_ok nn Temporal Discontinuties 73.711130 31.755980 1.083402 2.221903 1.494066 4.162026 0.662389 73.711130 11.960351

Antenna 50: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 21.328290 0.617616 21.328290 2.219312 3.144624 1.378862 10.313091 3.688285 4.358393

Antenna 50: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 14.887049 -0.003779 14.887049 1.035903 1.689434 0.568942 5.236309 4.194993 7.736961

Antenna 50: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 5.624623 2.771139 5.624623 0.410474 -0.563526 0.386610 0.805396 3.538957 3.253732

Antenna 50: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 16.109951 3.681212 6.295760 0.766267 -0.067097 2.288725 2.106310 15.015389 16.109951

Antenna 50: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 5.619311 3.267182 5.619311 1.749421 -0.398256 -0.085292 1.806861 3.807574 2.846813

Antenna 50: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 50: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 4.256480 4.256480 1.110295 0.011846 0.915711 0.040742 0.653202 -0.550102 3.854707

Antenna 50: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 65.190793 18.095959 0.815224 0.632265 1.001303 19.485488 2.295059 65.190793 9.524192

Antenna 50: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 52.522746 24.880312 0.780156 0.870838 1.254477 20.288593 3.674569 52.522746 8.058237

Antenna 50: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 33.003265 0.965972 33.003265 1.139293 2.292555 1.825455 6.802064 5.158940 31.984501

Antenna 50: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 50.024845 35.244650 1.674131 3.025750 2.442480 7.947707 4.194797 50.024845 21.562204

Antenna 50: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 34.933846 1.295326 32.032253 1.463799 2.132287 2.689413 11.905735 13.292437 34.933846

Antenna 50: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 39.046599 35.577161 1.302841 2.397835 1.091454 9.834510 2.524927 39.046599 11.596347

Antenna 50: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 90.280139 0.546120 24.501516 1.479349 2.067244 0.183705 9.625647 8.455981 90.280139

Antenna 50: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 43.007621 27.887101 0.915955 2.227664 1.041026 8.549366 1.904823 43.007621 4.718891

Antenna 50: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 99.131865 18.007337 1.225421 0.772150 1.161164 19.266483 -0.346393 99.131865 4.413413

Antenna 50: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 50: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok ee Power 0.646519 -0.671541 -1.150558 -0.914397 0.646519 -0.997635 0.617055 -0.936671 -0.057646

Antenna 50: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 10.400464 0.545606 1.376876 1.028350 -0.819584 0.821071 1.173141 8.075189 10.400464

Antenna 50: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Shape 33.841618 1.315941 33.841618 0.964589 2.363827 1.382034 7.267057 4.195415 30.953632

Antenna 50: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Power 0.276958 -1.150289 -0.714830 -0.537733 0.276958 -0.404561 0.193148 0.041888 -1.807713

Antenna 50: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
50 3 digital_ok nn Temporal Discontinuties 61.114493 33.255988 1.137238 4.460520 2.492786 16.568971 1.748735 61.114493 7.651853

Antenna 50: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
50 3 digital_ok ee Temporal Variability 0.833124 -1.323872 -0.780875 0.409654 -1.058412 0.833124 -0.057396 -0.048709 -1.293959